With biomedical research developing at a rapid pace, biologists and doctors have proved the necessity of adopting concepts and tools from other areas including machine learning, computational chemistry, engineering, mathematics, and physics. The shift of paradigm drives many initiatives in the health and data space, such as precision medicine, value-based healthcare and genomics (based on Ivan Zheng, Data Scientist: “a Profession for Quantitative Biologists”)